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Papers Benchmarks Datasets Tasks

Long-tailed Visual Recognition research benchmarks · SOTA2 Research

Long-tailed Visual Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.9Overall Accuracy

98

Jun 18, 2026

iNaturalist 2018 (test)

75.3Accuracy

39

Feb 26, 2026

iNaturalist 2017 (test)

75.9Accuracy

16

Feb 26, 2026

iNaturalist 2018 (val)

75.3Accuracy (Overall)

14

Feb 26, 2026

Meta-SuperDisco

73.6Accuracy (Overall)

9

Feb 26, 2026

iNaturalist 2017 (val)

76.8Many-shot Acc

8

Feb 26, 2026

Meta-SuperDisco

45.3Acc (Many)

4

Feb 26, 2026

Popular datasets

iNaturalist ImageNet Places

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